Class: ExecutionConfig

Configuration for computational execution (parallelization, precision, hardware).

URI: tvbo:class/ExecutionConfig

 classDiagram
    class ExecutionConfig
    click ExecutionConfig href "./ExecutionConfig.html"
      ExecutionConfig : accelerator
        
          
    
        
        
        ExecutionConfig --> "0..1" String : accelerator
        click String href "../http://www.w3.org/2001/XMLSchema#string.html"
    

        
      ExecutionConfig : batch_size
        
          
    
        
        
        ExecutionConfig --> "0..1" Integer : batch_size
        click Integer href "../http://www.w3.org/2001/XMLSchema#integer.html"
    

        
      ExecutionConfig : n_threads
        
          
    
        
        
        ExecutionConfig --> "0..1" Integer : n_threads
        click Integer href "../http://www.w3.org/2001/XMLSchema#integer.html"
    

        
      ExecutionConfig : n_workers
        
          
    
        
        
        ExecutionConfig --> "0..1" Integer : n_workers
        click Integer href "../http://www.w3.org/2001/XMLSchema#integer.html"
    

        
      ExecutionConfig : precision
        
          
    
        
        
        ExecutionConfig --> "0..1" String : precision
        click String href "../http://www.w3.org/2001/XMLSchema#string.html"
    

        
      ExecutionConfig : random_seed
        
          
    
        
        
        ExecutionConfig --> "0..1" Integer : random_seed
        click Integer href "../http://www.w3.org/2001/XMLSchema#integer.html"
    

        
      

Slots

Name	Cardinality and Range	Description	Inheritance
n_workers	0..1 xsd:integer	Number of parallel workers (maps to pmap devices in JAX, processes in multipr…	direct
n_threads	0..1 xsd:integer	Number of CPU threads per worker (-1 = auto-detect)	direct
precision	0..1 xsd:string	Floating point precision: ‘float32’ or ‘float64’	direct
accelerator	0..1 xsd:string	Hardware accelerator: ‘cpu’, ‘gpu’, ‘tpu’	direct
batch_size	0..1 xsd:integer	Batch size for vectorized operations (None = auto)	direct
random_seed	0..1 xsd:integer	Base random seed for reproducibility	direct

Usages

used by	used in	type	used
Optimization	execution	range	ExecutionConfig
Exploration	execution	range	ExecutionConfig
Algorithm	execution	range	ExecutionConfig
SimulationExperiment	execution	range	ExecutionConfig

Identifier and Mapping Information

Schema Source

• from schema: https://w3id.org/tvbo

Mappings

Mapping Type	Mapped Value
self	tvbo:ExecutionConfig
native	tvbo:ExecutionConfig

LinkML Source

Direct

name: ExecutionConfig
description: Configuration for computational execution (parallelization, precision,
  hardware).
from_schema: https://w3id.org/tvbo
attributes:
  n_workers:
    name: n_workers
    description: Number of parallel workers (maps to pmap devices in JAX, processes
      in multiprocessing)
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: integer(1)
    domain_of:
    - ExecutionConfig
    range: integer
  n_threads:
    name: n_threads
    description: Number of CPU threads per worker (-1 = auto-detect)
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: integer(-1)
    domain_of:
    - ExecutionConfig
    range: integer
  precision:
    name: precision
    description: 'Floating point precision: ''float32'' or ''float64'''
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: string(float64)
    domain_of:
    - ExecutionConfig
    range: string
  accelerator:
    name: accelerator
    description: 'Hardware accelerator: ''cpu'', ''gpu'', ''tpu'''
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: string(cpu)
    domain_of:
    - ExecutionConfig
    range: string
  batch_size:
    name: batch_size
    description: Batch size for vectorized operations (None = auto)
    from_schema: https://w3id.org/tvbo
    rank: 1000
    domain_of:
    - ExecutionConfig
    range: integer
  random_seed:
    name: random_seed
    description: Base random seed for reproducibility
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: integer(42)
    domain_of:
    - ExecutionConfig
    range: integer

Induced

name: ExecutionConfig
description: Configuration for computational execution (parallelization, precision,
  hardware).
from_schema: https://w3id.org/tvbo
attributes:
  n_workers:
    name: n_workers
    description: Number of parallel workers (maps to pmap devices in JAX, processes
      in multiprocessing)
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: integer(1)
    alias: n_workers
    owner: ExecutionConfig
    domain_of:
    - ExecutionConfig
    range: integer
  n_threads:
    name: n_threads
    description: Number of CPU threads per worker (-1 = auto-detect)
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: integer(-1)
    alias: n_threads
    owner: ExecutionConfig
    domain_of:
    - ExecutionConfig
    range: integer
  precision:
    name: precision
    description: 'Floating point precision: ''float32'' or ''float64'''
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: string(float64)
    alias: precision
    owner: ExecutionConfig
    domain_of:
    - ExecutionConfig
    range: string
  accelerator:
    name: accelerator
    description: 'Hardware accelerator: ''cpu'', ''gpu'', ''tpu'''
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: string(cpu)
    alias: accelerator
    owner: ExecutionConfig
    domain_of:
    - ExecutionConfig
    range: string
  batch_size:
    name: batch_size
    description: Batch size for vectorized operations (None = auto)
    from_schema: https://w3id.org/tvbo
    rank: 1000
    alias: batch_size
    owner: ExecutionConfig
    domain_of:
    - ExecutionConfig
    range: integer
  random_seed:
    name: random_seed
    description: Base random seed for reproducibility
    from_schema: https://w3id.org/tvbo
    rank: 1000
    ifabsent: integer(42)
    alias: random_seed
    owner: ExecutionConfig
    domain_of:
    - ExecutionConfig
    range: integer